Merge pull request #181 from haesleinhuepf/bugfix-reflection-versus-p…

…rompt-writing

Bugfix reflection versus prompt writing, simplifyed calling the LLM from python

src/bia_bob/__init__.py

@@ -9,6 +9,7 @@
 from ._document import doc
 from ._utilities import available_models
 from ._notebook_generation import generate_notebook
+from ._utilities import ask_llm
 
 bob.initialize = init_assistant
 bob.__version__ = __version__

src/bia_bob/_utilities.py

@@ -464,6 +464,10 @@ def remove_outer_markdown_annotation(code):
 def refine_code(code):
     """Uses reflection to figure out which variables are available and imports are missing.
     The LLM is asked to refine the code accordingly."""
+    if "%bob" in code:
+        # task was to write a prompt
+        return code
+
     reusable_variables_block = create_reusable_variables_block()
     refined_code = ask_llm(f"""
     

src/bia_bob/suggestions/_bia_bob.py

@@ -10,11 +10,11 @@ def suggestions():
     * by the end, show the result.
     ```
     
-    If you explicitly wish to do this with Python code, you can do it like this:
-    
+    You can also submit a prompt without system prompts to the LLM and retrieve the response as string like this:
+    (Note that the image parameter is optional)
     ```python
-    from bia_bob import bob
-    code = bob("Do this, that and by the end, show the result.")
+    from bia_bob import ask_llm
+    code = ask_llm("Do this, that and by the end, show the result.", image=image)
     exec(code)
     ```
     """